{"id":"W4231679258","doi":"10.26443/fo.v12i.200","title":"Fontanus Publications","year":2010,"lang":"en","type":"article","venue":"Fontanus","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003261613,0.0001027146,0.0002110346,0.0001592499,0.0001857298,0.0001271247,0.0002954251,0.00006711695,0.01646769],"category_scores_gemma":[0.0001150132,0.000119004,0.00009770211,0.0001745247,0.00009453234,0.0002713198,0.00005784153,0.0001550275,0.03266943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004088238,"about_ca_system_score_gemma":0.00001474906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002144016,"about_ca_topic_score_gemma":0.0002648272,"domain_scores_codex":[0.9989936,0.000002244808,0.0003291773,0.0003795053,0.00002210385,0.0002733805],"domain_scores_gemma":[0.99926,0.00002366096,0.0001448916,0.0004463876,0.00002816695,0.00009690133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002497765,0.00004941998,0.009105818,0.000002534998,0.00003248136,0.000001699444,0.0002950585,0.000001198252,0.00004139503,0.7186084,0.2704221,0.00143738],"study_design_scores_gemma":[0.0002530152,0.00001095802,0.02818109,0.000001010473,0.000003185061,0.000007905821,0.0001108049,0.0001304709,0.00003807146,0.01777847,0.9533148,0.0001702161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03340083,0.0002044985,0.0002511339,0.000855305,0.004690754,0.0001146207,0.0002777367,0.00009415567,0.960111],"genre_scores_gemma":[0.7216349,0.00002335696,0.001121975,0.0002695138,0.0002118064,0.00003823028,0.00001477896,0.00001089803,0.2766746],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.70083,"threshold_uncertainty_score":0.9844314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.037284789038189,"score_gpt":0.2067623428164257,"score_spread":0.1694775537782367,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}